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Big Data on Spark for Beginners

Track :

Computer Science

Lessons no : 33

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What will you learn in this course?
  • Master Spark architecture and distributed computing principles for large-scale data processing and analysis
  • Apply Spark APIs for data manipulation, transformation, and querying in real-world scenarios
  • Implement machine learning algorithms using Spark MLlib for predictive analytics and data modeling
  • Utilize Spark for handling big data workflows, including data ingestion, cleaning, and storage
  • Optimize Spark performance through tuning, resource management, and efficient data processing techniques
  • Develop scalable data pipelines integrating Spark with Hadoop, Kafka, and other big data tools
  • Analyze industry-specific datasets to extract actionable insights using Spark analytics
  • Create and deploy Spark-based data applications for business intelligence and decision-making
  • Troubleshoot common Spark issues to ensure reliable and efficient big data processing
  • Enhance understanding of Spark's role in big data ecosystems for career advancement in data engineering

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Lessons | 33
Big Data on Spark Tutorial for Beginners Part 33 Twitter Streaming using Flume Demo
00:14:46

Big Data on Spark Tutorial for Beginners Part 33 Twitter Streaming using Flume Demo
Big Data on Spark Tutorial for Beginners Part 32 Reading AVRO File Demo Great Learning
00:19:09

Big Data on Spark Tutorial for Beginners Part 32 Reading AVRO File Demo Great Learning
Big Data on Spark Tutorial for Beginners Part 31 Flume Twitter Authorization Great Learning
00:16:08

Big Data on Spark Tutorial for Beginners Part 31 Flume Twitter Authorization Great Learning
Big Data on Spark Tutorial for Beginners Part 30 Hive Import Great Learning
00:07:48

Big Data on Spark Tutorial for Beginners Part 30 Hive Import Great Learning
Big Data on Spark Tutorial for Beginners Part 29 Sqoop SplitBY Clause Great Learning
00:15:38

Big Data on Spark Tutorial for Beginners Part 29 Sqoop SplitBY Clause Great Learning
Big Data on Spark Tutorial for Beginners Part 26 Spark SQL Hive Integration Great Learning
00:19:01

Big Data on Spark Tutorial for Beginners Part 26 Spark SQL Hive Integration Great Learning
Big Data on Spark Tutorial for Beginners Part 28 Sqoop Demo Great Learning
00:20:56

Big Data on Spark Tutorial for Beginners Part 28 Sqoop Demo Great Learning
Big Data on Spark Tutorial for Beginners Part 27 Sqoop on Spark Great Learning
00:18:30

Big Data on Spark Tutorial for Beginners Part 27 Sqoop on Spark Great Learning
Big Data on Spark Tutorial for Beginners Part 24 Spark Reading XML file Great Learning
00:10:16

Big Data on Spark Tutorial for Beginners Part 24 Spark Reading XML file Great Learning
Big Data on Spark Tutorial for Beginners Part 25 Spark Reading from RDBMS Great Learning
00:14:15

Big Data on Spark Tutorial for Beginners Part 25 Spark Reading from RDBMS Great Learning
Big Data on Spark Tutorial for Beginners Part 23 Spark How to Read Parquet File Great Learning
00:16:15

Big Data on Spark Tutorial for Beginners Part 23 Spark How to Read Parquet File Great Learning
Big Data on Spark Tutorial for Beginners Part 22 Spark SQL Demo on Yelp Dataset Great Learning
00:16:51

Big Data on Spark Tutorial for Beginners Part 22 Spark SQL Demo on Yelp Dataset Great Learning
Big Data on Spark Tutorial for Beginners Part 21 Spark DataFrame Basics Great Learning
00:36:04

Big Data on Spark Tutorial for Beginners Part 21 Spark DataFrame Basics Great Learning
Big Data on Spark Tutorial for Beginners Part 20 DataFrames in Spark SQL Great Learning
00:06:15

Big Data on Spark Tutorial for Beginners Part 20 DataFrames in Spark SQL Great Learning
Big Data on Spark Tutorial for Beginners Part 19 Spark SQL Great Learning
00:17:18

Big Data on Spark Tutorial for Beginners Part 19 Spark SQL Great Learning
Big Data on Spark Tutorial for Beginners Part 18 Basic WordCount on External file Great Learning
00:19:48

Big Data on Spark Tutorial for Beginners Part 18 Basic WordCount on External file Great Learning
Big Data on Spark Tutorial Part 17 RDD Reading an External file Demo Great Learning
00:06:54

Big Data on Spark Tutorial Part 17 RDD Reading an External file Demo Great Learning
Big Data on Spark Tutorial for Beginners Part 16 Spark YARN Mode Great Learning
00:10:28

Big Data on Spark Tutorial for Beginners Part 16 Spark YARN Mode Great Learning
Big Data on Spark Tutorial for Beginners Part 13 Stages in Spark Great Learning
00:15:12

Big Data on Spark Tutorial for Beginners Part 13 Stages in Spark Great Learning
Big Data on Spark Tutorial for Beginners Part 14 RDD Reading the Data Great Learning
00:18:31

Big Data on Spark Tutorial for Beginners Part 14 RDD Reading the Data Great Learning
Big Data on Spark Tutorial for Beginners Part 15 RDD Creation Great Learning
00:14:11

Big Data on Spark Tutorial for Beginners Part 15 RDD Creation Great Learning
Big Data on Spark Tutorial for Beginners Part 12 Stages in Spark Demo Great Learning
00:01:17

Big Data on Spark Tutorial for Beginners Part 12 Stages in Spark Demo Great Learning
Big Data on Spark Tutorial for Beginners Part 11 Spark Case Study in Jupyter Great Learning
00:19:03

Big Data on Spark Tutorial for Beginners Part 11 Spark Case Study in Jupyter Great Learning
Big Data on Spark Tutorial for Beginners Part 9 Spark Operations Hands on Great Learning
00:19:32

Big Data on Spark Tutorial for Beginners Part 9 Spark Operations Hands on Great Learning
Big Data on Spark Tutorial for Beginners Part 10 Spark Word Count Great Learning
00:11:57

Big Data on Spark Tutorial for Beginners Part 10 Spark Word Count Great Learning
Big Data on Spark Tutorial for Beginners Part 8 Spark Actions Great Learning
00:13:28

Big Data on Spark Tutorial for Beginners Part 8 Spark Actions Great Learning
Big Data on Spark Tutorial for Beginners Part 7 Spark Transformations Great Learning
00:13:35

Big Data on Spark Tutorial for Beginners Part 7 Spark Transformations Great Learning
Big Data on Spark Tutorial for Beginners Part 6 RDD Fundamentals Great Learning
00:20:49

Big Data on Spark Tutorial for Beginners Part 6 RDD Fundamentals Great Learning
Big Data on Spark Tutorial for Beginners Part 1 Introduction to Spark Great Learning
00:14:00

Big Data on Spark Tutorial for Beginners Part 1 Introduction to Spark Great Learning
Big Data on Spark Tutorial for Beginners Part 4 Spark Vs Hadoop Great Learning
00:06:13

Big Data on Spark Tutorial for Beginners Part 4 Spark Vs Hadoop Great Learning
Big Data on Spark Tutorial for Beginners Part 3 Spark and its Ecosystem Great Learning
00:27:36

Big Data on Spark Tutorial for Beginners Part 3 Spark and its Ecosystem Great Learning
Big Data on Spark Tutorial for Beginners Part 5 More on Spark Great Learning
00:11:09

Big Data on Spark Tutorial for Beginners Part 5 More on Spark Great Learning
Big Data on Spark Tutorial for Beginners Part 2 Spark History and Overview Great Learning
00:08:36

Big Data on Spark Tutorial for Beginners Part 2 Spark History and Overview Great Learning


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Big Data on Spark course in hindi, in this course we will learn about the utilization of Apache Spark for processing large-scale datasets. Explore Spark's architecture, distributed computing principles, and its applications in various industries. Gain hands-on experience with Spark's APIs for data manipulation, analysis, and machine learning, unlocking the potential of big data analytics.